“…(Baert et al, 2020; Beck and Hensher, 2020 , de Haas et al, 2020 , Echaniz et al, 2021 , Riggs, 2020 , Shamshiripour et al, 2020 ). Some studies have focused on the impact of the COVID-19 epidemic on travel behavior using repeated data collection to create panel data ( Beck and Hensher, 2020 , Beck et al, 2020 , Brynjolfsson et al, 2020 , Chauhan et al, 2021 , Kim and Kwan, 2021 , Nayak and Pandit, 2021 , Shamshiripour et al, 2020 ).…”